lumiwealth/lumibot

0

/ 100

Documentation88
Engineering77
Health86
Python1,688GPL-3.01d ago
Grade a repo

Good community traction and solid fundamentals. Nearly in the top tier.

Backtestable AI trading agents and Python algorithmic trading strategies for stocks, options, crypto, futures, forex, SEC filings, FRED macro data, and real brokers.

Documentation

88

Contributing guide5pt25

Contributing guidance is in the README, not a dedicated CONTRIBUTING.md (−20 pts).

→ Moving it to a CONTRIBUTING.md makes it easier to find and keeps the README focused. A dedicated file earns +47 pts base.

README12pt100

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under GPL-3.0.

Engineering

77

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

Reproducibility6pt70

Lockfile present (requirements.txt). Installs are reproducible.

Tests18pt80

Test files detected (lumibot/example_strategies/test_broker_functions.py).

CI/CD14pt100

CI is configured (.github/workflows/cicd.yaml).

Linting and formatting5pt100

Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).

Project health

86

Dependency manifest6pt55

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • —
    Commits (30d / 90d)
  • 327
    Forks
  • 65
    Releaseslatest 4mo ago

Community

  • —
    Community health
  • —
    authors own >50% of commits
  • 1,688
    Watchers

Responsiveness

  • 1d 8h
    Median issue response
  • <1h
    Median PR merge time
  • 78
    Open issues
Repository files33 root entries
  • .github
    Good: CI is configured (.github/workflows/cicd.yaml).
  • .secrets
  • data
  • docs
  • docsrc
  • examples
  • lumibot
    Good: Test files detected (lumibot/example_strategies/test_broker_functions.py).
  • reports
  • scripts
  • tests
  • .env.local.example
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .mailmap
  • AGENTS.md
  • CHANGELOG.md
  • CLAUDE.md
  • context7.json
  • coverage.svg
  • funding.json
  • LICENSE
    Good: Licensed under GPL-3.0.
  • llms-full.txt
  • llms.txt
  • MANIFEST.in
  • pylintrc
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • requirements_dev.txt
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
  • run_cache_validation.sh
  • setup.cfg
  • setup.py
  • uv.lock